feat: 使算法能被自动注册

CONTRIBUTING.md

@@ -70,7 +70,7 @@ uv sync --all-extras # 同步开发运行环境
 
 uv run heurams # 验证包安装
 
-uv run tui # 启动 TUI
+uv run heurams-tui # 启动 TUI
 
 # 如果决定使用原生 python 环境 (不推荐, 但我们保留了这种方式以便在不便支持 uv 与硬链接的环境和文件系统(例如 termux)运行 HeurAMS)
 
@@ -79,7 +79,7 @@ python3 -m pip install -r requirements.txt
 python3 -m pip install -e .
 
 python3 -m heurams # 验证安装
-python3 -m heurams.__interface__ # 启动 TUI
+python3 -m heurams.interface # 启动 TUI
 ```
 
 ## 许可证与外部引用

README.md

@@ -7,14 +7,14 @@
 
 ## 项目结构
 
-这个仓库是 "潜进" 的核心程序库在 python 语言下的实现  
+此仓库为 "潜进" 的核心程序库在 python 语言下的实现  
 包含数据模型与框架, 并内置了基于 textual 框架的前端实现 (interface 子模块)  
 除了通过内置前端进行学习外, 开发者也能在 python 环境中导入 `heurams` 库或使用 `RPC` 与 `heurams` 程序库实例通讯, 使用框架构建其他辅助记忆功能前端或其他应用程序
 
 > [!NOTE]
 > 我们已经开始着手于基于 KDE 用户界面框架 `Kirigami` 的现代跨平台前端开发, 称作 "KiriMemo", 包名是 "org.kde.kirimemo", 但其并非 KDE 项目  
-> 它通过 `PyOtherSide` 直接复用 python 内核, 为 Windows, Linux, macOS, Android 和 Plasma Mobile 提供现代用户界面
+> 它通过 `PyOtherSide` 直接复用 python 内核, 为 Windows, Linux, macOS, Android 和 Plasma Mobile 提供现代用户界面  
-> 如果您善于开发 C++, QML, Qt 与 KDE 框架, 欢迎加入到 KiriMemo 项目的开发
+> 如果您善于开发 C++, QML, Qt 与 KDE 框架, 欢迎加入到 KiriMemo 项目的开发  
 
 ## 特性
 
@@ -57,19 +57,22 @@
 
 潜进(heurams) 处于早期开发考虑, 尚未上架 PyPI, 但您可以用我们的基础设施安装稳定版和开发版本.
 
+#### 稳定版本
+
+```
+python -m pip install heurams[basic] -i https://pypi.pluv27.top/root/stable/+simple/ # 安装适用于用户体验的可选依赖(推荐)
+```
+```
+python -m pip install heurams[audio-playsound] -i https://pypi.pluv27.top/root/stable/+simple/ # 安装适用于一般计算机的通用音频模块(不适用于 termux, termux 的音频支持是内建的)
+```
+
+#### 开发版本
+
 > [!CAUTION]
 > 对于部分 Linux 发行版和 Android Termux 用户:  
 > 您需要先行安装 `cmake` 和 `libzmq` 才能正确安装项目的 `zmq` 依赖  
 > 例如在 termux 上先运行 `pkg install cmake clang libzmq`  
-> 项目功能本身不依赖它, 但需要该依赖用于启动可选的调试服务器
+> 项目功能本身不依赖它, 但需要该依赖用于启动可选的调试服务器  
-
-#### 稳定版本
-
-```
-python -m pip install heurams[all] -i https://pypi.pluv27.top/root/stable/+simple/ # 安装全部可选依赖(推荐)
-```
-
-#### 开发版本
 
 ```
 python -m pip install heurams[all] -i https://pypi.pluv27.top/root/dev/+simple/ # 安装全部可选依赖(推荐)
@@ -79,34 +82,21 @@ python -m pip install heurams[all] -i https://pypi.pluv27.top/root/dev/+simple/
 
 由于部分依赖只被少数功能需要, 所以我们把可选依赖分得比较细, 前面提供的命令会安装所有可选依赖, 以下是依赖组列表
 
-- 基础依赖: (只能驱动程序库)
+| 依赖组 | 包含模块 | 说明 |
-  - tabulate: 终端表格生成
+|--------|----------|------|
-  - toml: TOML 文件加载
+| 最小化安装 | tabulate, toml, transitions | 核心驱动程序库，始终必需 |
-  - transitions: 状态机依赖
+| interface | textual, psutil | 基本用户界面依赖 |
-- `interface` 依赖组: (基本用户界面依赖)
+| algo-fsrs | py-fsrs | FSRS 算法模块 |
-  - textual: 终端用户界面
+| tts-edgetts | edge-tts | 微软文本转语音 |
-  - psutil: 获取系统信息
+| llm | openai | OpenAI API 调用 |
-- `algo-fsrs` 依赖组:
+| audio-playsound | playsound, pygobject | 通用音频播放及依赖 |
-  - py-fsrs: FSRS 算法模块需要
+| dev | zmq, pytest, pytest-cov | 开发调试与测试工具 |
-- `tts-edgetts` 依赖组:
+| basic | [tts-edgetts], [llm-openai], [algo-fsrs] | 适用于用户体验的较轻依赖组(推荐) |
-  - edge-tts：微软文本转语音
+| all | 以上所有依赖 | 完整安装组 |
-- `misc-jieba` 依赖组:
-  - jieba: 中文智能分词所需
-- `llm-openai` 依赖组:
-  - openai: OpenAI API 所需
-- `audio-playsound` 依赖组:
-  - playsound: 通用音频播放
-  - pygobject: playsound 依赖
-- `dev` 依赖组:
-  - zmq: 远程调试服务器所需
-  - pytest: 测试所需
-  - pytest-cov: 测试所需
-- `all` 依赖组:
-  - 包含以上所有依赖
 
 ### 从源码安装
 
-我们提供原生 python 和 uv 两种安装方式.\
+我们提供原生 python 和 uv 两种安装方式.  
 详见[贡献指南](CONTRIBUTING.md).
 
 ## 项目结构
@@ -115,7 +105,8 @@ python -m pip install heurams[all] -i https://pypi.pluv27.top/root/dev/+simple/
 
 ## 参与项目
 
-欢迎参与到项目协作中! 请参阅 [CONTRIBUTING.md](CONTRIBUTING.md) 了解贡献指南.
+欢迎参与到项目协作中!  
+请参阅[贡献指南](CONTRIBUTING.md).
 
 ## 许可证
 
@@ -128,15 +119,6 @@ python -m pip install heurams[all] -i https://pypi.pluv27.top/root/dev/+simple/
 
 项目在 `src/heurams/vendor/` 目录下嵌入或在其他位置间接使用了以下第三方代码(可能有修改):
 
-#### py-fsrs (open-spaced-repetition)
-
-- 上游版本: 6.3.1
-- 引用方式: vendor
-- 位置: `src/heurams/vendor/pyfsrs/`
-- 原项目: [py-fsrs](https://github.com/open-spaced-repetition/py-fsrs)
-- 原版权: Copyright (c) 2026 Open Spaced Repetition Contributors
-- 原许可证: MIT License
-
 #### SM.js (slaypni)
 
 - 上游版本: commit `6e3bb4afaf484426deb4a9fa3bcffe42ac066b45` (2015年2月4日上游已停止维护)

data/config/services/audio.toml

@@ -2,7 +2,7 @@ provider = "playsound"
 _provider_desc = "音频驱动类型"
 
 [_provider_candidate]
-playsound = "python 跨平台音频系统"
+playsound = "Python 桌面跨平台音频系统, 使用了 playsound3 替代了老旧的 playsound"
 termux = "Android Termux 音频系统"
 mpg123 = "通用音频系统, 依赖系统 mpg123"
 pulseaudio = "高级音频路由系统"

pyproject.toml

@@ -29,29 +29,24 @@ algo-fsrs = [
 tts-edgetts = [
     "edge-tts>=7.2.8", # 微软 TTS
 ]
-misc-jieba = [
+llm = ["openai>=2.32.0"]
-    "jieba>=0.42.1", # 用于中文智能分词
-]
-llm-openai = [
-    "openai>=2.32.0",
-]
 audio-playsound = [
-    "playsound==1.2.2",
+    "playsound3==3.3.1",
-    "pygobject>=3.56.2", # playsound 依赖它
+    #"pygobject>=3.56.2", # playsound 依赖它
 ]
 dev = [ # 调试所需依赖
-    "zmq>=0.0.0", # 用于 ZMQ 远程调试服务器, 在 linux 上建议先安装 libzmq
+    "zmq>=0.0.0",        # 用于 ZMQ 远程调试服务器, 在 linux 上建议先安装 libzmq
-    "pytest>=8.0.0", # 用于普通测试
+    "pytest>=8.0.0",     # 用于普通测试
     "pytest-cov>=6.0.0",
 ]
 all = [
     "heurams[algo-fsrs]",
     "heurams[tts-edgetts]",
-    "heurams[misc-jieba]",
+    "heurams[llm]",
-    "heurams[llm-openai]",
     "heurams[audio-playsound]",
     "heurams[dev]",
 ]
+basic = ["heurams[algo-fsrs]", "heurams[tts-edgetts]", "heurams[llm]"]
 
 [project.urls]
 Homepage = "https://ams.pluv.top"
@@ -59,7 +54,6 @@ Issues = "https://github.com/heurams/heurams/issues"
 
 [project.scripts]
 heurams = "heurams.__main__:main"
-tui = "heurams.interface.__main__:main"
 heurams-tui = "heurams.interface.__main__:main"
 
 [tool.pytest.ini_options]

requirements.txt

@@ -1,5 +1,4 @@
 edge-tts==7.0.2
-jieba==0.42.1
 openai==1.0.0
 playsound==1.2.2
 tabulate>=0.9.0

src/heurams/__main__.py

@@ -12,8 +12,8 @@ python 代指您使用的解释器, 在某些发行版中可能是 python3, 而
 尽管项目保留了 requirements.txt, 我们仍不推荐使用系统 python 和原始 venv 进行开发.
 项目的推荐开发环境工具是 uv.
 如果你的环境已经安装了 uv:
- 先运行 uv sync 同步环境, 此命令只需要执行一遍, uv 会自动处理依赖.
+ 先运行 uv sync --all-extras 同步环境, 此命令只需要执行一遍, uv 会自动处理依赖.
- 然后通过运行 uv run tui 启动内置基本用户界面.
+ 然后通过运行 uv run heurams-tui 启动内置基本用户界面.
  此时您的解释器在项目目录里的 .venv/bin 中, 使用 IDE 开发前, 务必切换解释器!
 注意: 一个常见的误区是, 执行 interface 下的 __main__.py 运行基本用户界面, 这会导致 Python 上下文环境异常, 请不要这样做."""
     print(prompt)

src/heurams/kernel/algorithms/__init__.py

@@ -1,21 +1,14 @@
+import importlib
+import pkgutil
+from pathlib import Path
+
 from .base import BaseAlgorithm
-from .sm2 import SM2Algorithm
-from .sm15m import SM15MAlgorithm
-from .nsp0 import NSP0Algorithm
-from .fsrs import FSRSAlgorithm
 
-__all__ = [
+__path__ = [str(Path(__file__).parent)]
-    "SM2Algorithm",
-    "BaseAlgorithm",
-    "SM15MAlgorithm",
-    "NSP0Algorithm",
-    "FSRSAlgorithm",
-]
 
-algorithms = {
+for _finder, _name, _ispkg in pkgutil.iter_modules(__path__):
-    "SM-2": SM2Algorithm,
+    if _name == "base":
-    "NSP-0": NSP0Algorithm,
+        continue
-    "SM-15M": SM15MAlgorithm,
+    importlib.import_module(f".{_name}", __package__)
-    "FSRS": FSRSAlgorithm,
+
-    "Base": BaseAlgorithm,
+algorithms = BaseAlgorithm.get_registry()
-}

src/heurams/kernel/algorithms/base.py

@@ -5,11 +5,20 @@ from heurams.services.logger import get_logger
 
 logger = get_logger(__name__)
 
+_registry: dict[str, type["BaseAlgorithm"]] = {}
 
 class BaseAlgorithm:
     algo_name = "BaseAlgorithm"
     desc = "算法基类"
 
+    def __init_subclass__(cls, **kwargs):
+        super().__init_subclass__(**kwargs)
+        _registry[cls.algo_name] = cls
+
+    @classmethod
+    def get_registry(cls) -> dict[str, type["BaseAlgorithm"]]:
+        return dict(_registry)
+
     class AlgodataDict(TypedDict):
         real_rept: int
         rept: int

src/heurams/kernel/algorithms/nsp0.py

@@ -10,7 +10,7 @@ logger = get_logger(__name__)
 
 class NSP0Algorithm(BaseAlgorithm):
     algo_name = "NSP-0"
-    desc = "快速筛选用特殊调度器"
+    desc = "快速筛选用非间隔重复调度器"
 
     class AlgodataDict(TypedDict):
         real_rept: int

src/heurams/kernel/algorithms/sm2.py

@@ -10,7 +10,7 @@ logger = get_logger(__name__)
 
 class SM2Algorithm(BaseAlgorithm):
     algo_name = "SM-2"
-    desc = "经典间隔重复算法"
+    desc = "SuperMemo2 (1987) 简单间隔重复调度器"
 
     class AlgodataDict(TypedDict):
         efactor: float

uv.lock

@@ -450,17 +450,19 @@ algo-fsrs = [
 all = [
     { name = "edge-tts" },
     { name = "fsrs" },
-    { name = "jieba" },
     { name = "openai" },
-    { name = "playsound" },
+    { name = "playsound3" },
-    { name = "pygobject" },
     { name = "pytest" },
     { name = "pytest-cov" },
     { name = "zmq" },
 ]
 audio-playsound = [
-    { name = "playsound" },
+    { name = "playsound3" },
-    { name = "pygobject" },
+]
+basic = [
+    { name = "edge-tts" },
+    { name = "fsrs" },
+    { name = "openai" },
 ]
 dev = [
     { name = "pytest" },
@@ -471,12 +473,9 @@ interface = [
     { name = "psutil" },
     { name = "textual" },
 ]
-llm-openai = [
+llm = [
     { name = "openai" },
 ]
-misc-jieba = [
-    { name = "jieba" },
-]
 tts-edgetts = [
     { name = "edge-tts" },
 ]
@@ -486,16 +485,16 @@ requires-dist = [
     { name = "edge-tts", marker = "extra == 'tts-edgetts'", specifier = ">=7.2.8" },
     { name = "fsrs", marker = "extra == 'algo-fsrs'", specifier = ">=6.3.1" },
     { name = "heurams", extras = ["algo-fsrs"], marker = "extra == 'all'" },
+    { name = "heurams", extras = ["algo-fsrs"], marker = "extra == 'basic'" },
     { name = "heurams", extras = ["audio-playsound"], marker = "extra == 'all'" },
     { name = "heurams", extras = ["dev"], marker = "extra == 'all'" },
-    { name = "heurams", extras = ["llm-openai"], marker = "extra == 'all'" },
+    { name = "heurams", extras = ["llm"], marker = "extra == 'all'" },
-    { name = "heurams", extras = ["misc-jieba"], marker = "extra == 'all'" },
+    { name = "heurams", extras = ["llm"], marker = "extra == 'basic'" },
     { name = "heurams", extras = ["tts-edgetts"], marker = "extra == 'all'" },
-    { name = "jieba", marker = "extra == 'misc-jieba'", specifier = ">=0.42.1" },
+    { name = "heurams", extras = ["tts-edgetts"], marker = "extra == 'basic'" },
-    { name = "openai", marker = "extra == 'llm-openai'", specifier = ">=2.32.0" },
+    { name = "openai", marker = "extra == 'llm'", specifier = ">=2.32.0" },
-    { name = "playsound", marker = "extra == 'audio-playsound'", specifier = "==1.2.2" },
+    { name = "playsound3", marker = "extra == 'audio-playsound'", specifier = "==3.3.1" },
     { name = "psutil", marker = "extra == 'interface'", specifier = ">=7.2.2" },
-    { name = "pygobject", marker = "extra == 'audio-playsound'", specifier = ">=3.56.2" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=8.0.0" },
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = ">=6.0.0" },
     { name = "tabulate", specifier = ">=0.10.0" },
@@ -504,7 +503,7 @@ requires-dist = [
     { name = "transitions", specifier = ">=0.9.3" },
     { name = "zmq", marker = "extra == 'dev'", specifier = ">=0.0.0" },
 ]
-provides-extras = ["interface", "algo-fsrs", "tts-edgetts", "misc-jieba", "llm-openai", "audio-playsound", "dev", "all"]
+provides-extras = ["interface", "algo-fsrs", "tts-edgetts", "llm", "audio-playsound", "dev", "all", "basic"]
 
 [[package]]
 name = "httpcore"
@@ -552,12 +551,6 @@ wheels = [
     { url = "https://mirrors.ustc.edu.cn/pypi/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12", size = 7484, upload-time = "2025-10-18T21:55:41.639Z" },
 ]
 
-[[package]]
-name = "jieba"
-version = "0.42.1"
-source = { registry = "https://mirrors.ustc.edu.cn/pypi/simple" }
-sdist = { url = "https://mirrors.ustc.edu.cn/pypi/packages/c6/cb/18eeb235f833b726522d7ebed54f2278ce28ba9438e3135ab0278d9792a2/jieba-0.42.1.tar.gz", hash = "sha256:055ca12f62674fafed09427f176506079bc135638a14e23e25be909131928db2", size = 19214172, upload-time = "2020-01-20T14:27:23.5Z" }
-
 [[package]]
 name = "jiter"
 version = "0.14.0"
@@ -817,11 +810,15 @@ wheels = [
 ]
 
 [[package]]
-name = "playsound"
+name = "playsound3"
-version = "1.2.2"
+version = "3.3.1"
 source = { registry = "https://mirrors.ustc.edu.cn/pypi/simple" }
+dependencies = [
+    { name = "pywin32", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://mirrors.ustc.edu.cn/pypi/packages/6b/93/39f2296a69fe2c70dcc9b9724147ffc9d7f676f67eb3cbad3baa725ae32d/playsound3-3.3.1.tar.gz", hash = "sha256:3f0eb87d5ff2061d07663c4b010b8e7d66c274344712b01d561a0a73447ef41d", size = 608340, upload-time = "2026-01-22T18:05:55.444Z" }
 wheels = [
-    { url = "https://mirrors.ustc.edu.cn/pypi/packages/f5/16/10d897b0a83fb4b05b03a63d7a2667ab75f857f67f7062fd447dd3f49bf7/playsound-1.2.2-py2.py3-none-any.whl", hash = "sha256:1e83750a5325cbccee03d6e751ba3e78c037ac95b95a3ba1f38d0c5aca9e1a34", size = 5960, upload-time = "2017-06-29T14:08:29.207Z" },
+    { url = "https://mirrors.ustc.edu.cn/pypi/packages/62/9d/8b97af915bd8a9e2b17b08bb9d62d45cce5c00a28a64b08324bb5895145b/playsound3-3.3.1-py3-none-any.whl", hash = "sha256:8e606115c3630762a7136579ceb25fbf725768a31f7d0bfc2883154d8c50205d", size = 9697, upload-time = "2026-01-22T18:05:53.783Z" },
 ]
 
 [[package]]
@@ -945,25 +942,6 @@ wheels = [
     { url = "https://mirrors.ustc.edu.cn/pypi/packages/8c/c7/7bb2e321574b10df20cbde462a94e2b71d05f9bbda251ef27d104668306a/psutil-7.2.2-cp37-abi3-win_arm64.whl", hash = "sha256:8c233660f575a5a89e6d4cb65d9f938126312bca76d8fe087b947b3a1aaac9ee", size = 134617, upload-time = "2026-01-28T18:15:36.514Z" },
 ]
 
-[[package]]
-name = "pycairo"
-version = "1.29.0"
-source = { registry = "https://mirrors.ustc.edu.cn/pypi/simple" }
-sdist = { url = "https://mirrors.ustc.edu.cn/pypi/packages/22/d9/1728840a22a4ef8a8f479b9156aa2943cd98c3907accd3849fb0d5f82bfd/pycairo-1.29.0.tar.gz", hash = "sha256:f3f7fde97325cae80224c09f12564ef58d0d0f655da0e3b040f5807bd5bd3142", size = 665871, upload-time = "2025-11-11T19:13:01.584Z" }
-wheels = [
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